Pith Number

pith:HYMY3EQ2

pith:2025:HYMY3EQ27RHV5PCOSEC4E674AM

not attested not anchored not stored refs pending

Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization

Hadi Pouransari, Hema Swetha Koppula, Jen-Hao Rick Chang, Oncel Tuzel, Qi Zhu, Raviteja Vemulapalli, Simon Wang, Ting-Yao Hu, Xiang Kong, Yen-Ju Lu, Yin Xia

arxiv:2502.17328 v1 · 2025-02-24 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HYMY3EQ27RHV5PCOSEC4E674AM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T10:19:08.865444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e198d921afc4f5ebc4e9105c27bfc030c3f9429653a352a0ecea00b0cf86f8b

Aliases

arxiv: 2502.17328 · arxiv_version: 2502.17328v1 · doi: 10.48550/arxiv.2502.17328 · pith_short_12: HYMY3EQ27RHV · pith_short_16: HYMY3EQ27RHV5PCO · pith_short_8: HYMY3EQ2

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HYMY3EQ27RHV5PCOSEC4E674AM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 3e198d921afc4f5ebc4e9105c27bfc030c3f9429653a352a0ecea00b0cf86f8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bfb8e75b8af2f6f8f467709bb0642c15e8335bbd31000358ee8fde76a3230da",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-24T17:01:48Z",
    "title_canon_sha256": "6ec615c8aa71ac4013af57ea1f7f278c2bbe116281c991ee8512b4c095e5f292"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17328",
    "kind": "arxiv",
    "version": 1
  }
}